Machine Learning and Deep Learning with R

Poo Kuan Hoong

February 15, 2017

Deep Learning so far…

Introduction

Human Brain

Neural Networks

Neural Network Layers

Deep Learning

Deep Learning: Benefits

Deep Learning: Weaknesses

Deep Learning: Applications

Deep Learning: R Libraries

MXNet

MXNet Architecture

MXNet R Package

install.packages("drat", repos="https://cran.rstudio.com")
drat:::addRepo("dmlc")
install.packages("mxnet")

Amazon & MXNet for Deep Learning

MNIST Handwritten Dataset

Demo

Result

Lastly…